Projects

OUR PROJECTS

We develop and prototype open source geospatial AI capabilities and provide detailed market advisory analyses.

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SpaceNet 7

Archived Projects

Multi-Temporal Urban Development Challenge
CRESI

Archived Projects

Rapidly extracts large scale road networks and identifies speed limits and route travel times for each roadway
SpaceNet 6

Archived Projects

Multimodal Data Analysis for Foundational Mapping
RarePlanes

Archived Projects

Investigating the value of synthetic data to detect and classify aircraft
Solaris

Archived Projects

An open source Python library designed to support the entire geospatial machine learning workflow
SpaceNet 5

Archived Projects

Automated road network extraction, routing, and travel time estimation
Machine Learning Robustness Study

Archived Projects

Studying training dataset size and diversity on building detection performance in the SpaceNet data
Super-Resolution Trade Study

Archived Projects

Quantifying the effects of super resolution on object detection performance in satellite imagery
SIMRDWN

Archived Projects

Analyzing images and improving performance on densely packed objects
SpaceNet 4

Archived Projects

Off-Nadir imagery analysis for building footprint detection
Satellite Communications Market Report

Archived Projects

Examining commercial satellite communication (“satcom”) market trends
Comet Time Series (TS)

Archived Projects

A software package to facilitate time-series analysis of satellite imagery
You Only Look Twice

Archived Projects

Improving performance of object detection at varying scales over legacy techniques
Multispectral Imagery (MSI) & Deep Learning Analysis

Archived Projects

Exploring the utility of visible and near infrared multispectral imagery for training algorithms
SpaceNet 3

Archived Projects

Assisting the development of techniques for generating road networks from satellite imagery
SpaceNet 2

Archived Projects

Building footprint detection in geographically diverse settings
SpaceNet 1

Archived Projects

Building footprint detection
Commercial Remote Sensing Market Analysis

Archived Projects

A comprehensive analysis of the commercial space remote sensing market
Commercial Synthetic Aperture Radar (SAR) Trade Study

Archived Projects

Quantifying performance implications for hypothetical small satellite constellations
Machine Learning for Maritime Vessel Analysis

Archived Projects

Using machine learning and remote sensing data to detect and characterize maritime ships